In both the Emotion Recognition and the Emotion Inference task emotional valence is balanced within the emotion recognition and emotion interference condition.
A total of 22 healthy volunteers (aged 19 30, mean 22.7 ± SD 3.9, 15 females) were tested on four social perception tasks: abnormal gaze detection task, emotional expression discrimination task, identity discrimination task, and films emotion recognition task (see Supplemental Experimental Procedures for full details).
Task and emotion effects never interacted in any time window or for the ERP components analyzed (P1, N170, EPN).
Even though the task of emotion recognition has much fewer classes than the task of facial recognition, it turns out that the former task is more prone to over-fitting (Fig. 5).
Digital processing of electroencephalography (EEG) signals has now been popularly used in a wide variety of applications such as seizure detection/prediction, motor imagery classification, mental task classification, emotion classification, sleep state classification, and drug effects diagnosis.
The "Reading the Mind in the Eyes" Task (RMET): Emotion recognition [Baron-Cohen et al., 2001a ].
The non-relevant task dimension (emotion information) might still trigger differential feedforward effects (i.e. happy faces vs. fearful faces) that can lead to differential activation patterns in the mouth region.
Mothers also rated (1) how they would feel if they were doing the task (negative emotion), (2) how well they would do (threat), and (3) how much control they would have (perceived self-control).
Taken together, these results support our hypothesis that creative performance on the divergent thinking task and emotion were better following IBMT than RT, and meditation with mood regulation effects have potential benefit to levels of creativity.
These three classifiers are utilized for other classification tasks like emotion recognition from text and twitter's text categorizations.
